ArticleBMJ (Clinical research ed.)2012
Cost effectiveness of strategies to combat cardiovascular disease, diabetes, and tobacco use in sub-Saharan Africa and South East Asia: mathematical modelling study.
Article in BMJ (Clinical research ed.), 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 60 papers, 8 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
60 citing papers in PubMed, 8 syntheses or guidelines pooled it, 105 citations in OpenAlex.
- A Systematic Review of Economic Evidence of Cardiovascular Interventions in India.Current cardiology reviews · 2024Pooled it
- A systematic review of whole disease models for informing healthcare resource allocation decisions.PloS one · 2023Pooled it
- The Cost-Effectiveness of Hyperlipidemia Medication in Low- and Middle-Income Countries: A Review.Global heart · 2022Pooled it
- Cost-Effectiveness of Population Screening Programs for Cardiovascular Diseases and Diabetes in Low- and Middle-Income Countries: A Systematic Review.Frontiers in public health · 2022Pooled it
- Cost-effectiveness of interventions to control cardiovascular diseases and diabetes mellitus in South Asia: a systematic review.BMJ open · 2018Pooled it
- The association between HIV and atherosclerotic cardiovascular disease in sub-Saharan Africa: a systematic review.BMC public health · 2017Pooled it
- A systematic review of economic evaluations of population-based sodium reduction interventions.PloS one · 2017Pooled it
- Evidence for cost-effectiveness of lifestyle primary preventions for cardiovascular disease in the Asia-Pacific Region: a systematic review.Globalization and health · 2014Pooled it
- Estimating investment costs to improve hypertension care in Lagos, Nigeria.Communications medicine · 2026Article
- Use of mathematical modelling to estimate the impact of interventions and risk factors on cardiovascular diseases in Africa: A scoping review.Malawi medical journal : the journal of Medical Association of Malawi · 2026Review
- Deep learning can predict cardiovascular events from liver imaging.JHEP reports : innovation in hepatology · 2025Article
- Application of decision analytic modelling to cardiovascular disease prevention in Sub-Saharan Africa: a systematic review.Communications medicine · 2025Article
- Public health economic modelling in evaluations of salt and/or alcohol policies: a systematic scoping review.BMC public health · 2025Article
- Pharmaceutical intervention for hypertension in a rural district of the Republic of Zambia: a model-based economic evaluation.BMJ open · 2024Article
- Projected impact of population aging on non-communicable disease burden and costs in the Kingdom of Saudi Arabia, 2020-2030.BMC health services research · 2023Article
- Economic evaluations of non-communicable diseases conducted in Sub-Saharan Africa: a critical review of data sources.Cost effectiveness and resource allocation : C/E · 2023Article
- Cost-effectiveness of non-communicable disease prevention in Southeast Asia: a scoping review.Frontiers in public health · 2023Article
- Cost-effectiveness of community diabetes screening: Application of Akaike information criterion in rural communities of Nigeria.Frontiers in public health · 2022Article
- Cost-Effectiveness of Population Level and Individual Level Interventions to Combat Non-communicable Disease in Eastern Sub-Saharan Africa and South East Asia: A WHO-CHOICE Analysis.International journal of health policy and management · 2021Article
- Progressive Realisation of Universal Health Coverage in Low- and Middle-Income Countries: Beyond the "Best Buys".International journal of health policy and management · 2021Article
Corrections and comments
- Commented on by
Authors and funding
4 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo determine the relative costs and health effects of interventions to combat cardiovascular disease, diabetes, and tobacco related disease in order to guide the allocation of resources in developing countries.
designCost effectiveness analysis of 123 single or combined prevention and treatment strategies for cardiovascular disease, diabetes, and smoking by means of a lifetime population model.
settingTwo World Health Organization sub-regions of the world: countries in sub-Saharan Africa with very high adult and high child mortality (AfrE) and countries in South East Asia with high adult and high child mortality (SearD). DATA SOURCES: Demographic and epidemiological data were taken from the WHO databases of mortality and global burden of disease. Estimates of intervention coverage, effectiveness, and resource needs were drawn from clinical trials, observational studies, and treatment guidelines. Unit costs were taken from the WHO-CHOICE (Choosing Interventions that are Cost-Effective) price database.
main outcome measuresCost per disability adjusted life year (DALY) averted, expressed in international dollars ($Int) for the year 2005.
resultsMost of the interventions studied were considered highly cost effective, meaning they generate one healthy year of life at a cost of <$Int2000 (which is the gross domestic product per capita of the two regions considered here). Interventions that offer particularly good monetary value, and which could be considered for prioritised implementation or scale up, include demand reduction strategies of the Framework Convention for Tobacco Control (<$Int950 and <$Int200 per DALY averted in AfrE and SearD respectively); combination drug therapy for people with a >25% chance of experiencing a cardiovascular event over the next decade, either alone or together with specific multidrug regimens for the secondary prevention of post-acute ischaemic heart disease and stroke (<$Int150 and <$Int230 per DALY averted in AfrE and SearD respectively); and retinopathy screening and glycaemic control for patients with diabetes (<$Int2100 and <$Int950 per DALY averted in AfrE and SearD respectively).
conclusionThis comparative economic assessment has identified a set of population-wide and individual strategies for prevention and control of cardiovascular disease that are inexpensive and cost effective in low resource settings.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.